Table 15 Results comparing the RL agent with the Victim participant responses: Victim A (Aggregate of all stakeholder responses), and Victim B (Most Scenarios Completed), showing: Mean Tree Score (M.T.S), Mean ‘isTreeCorrectlyAnswered’ (M.C.A), Mean ‘isTreeWronglyAnswered’ (M.W.A), and Mean ‘isGatherAdditionalDataRequested’ (M.A.D).

From: Structured AI decision-making in disaster management

Agent

M.T.S

M.C.A

M.W.A

M.A.D

Victim A (collective)

− 0.8835

0.6580

0.3052

0.0967

Victim B (most scenarios)

− 1.3077

0.5922

0.3882

0.0000

RL agent

1.4000

0.8800

0.1200

0.0000